Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9924167 | 0.9507853 | 0.6441133 |
| bt | 0.9445448 | 0.7433199 | 0.4863749 |
| maxnet | 0.7996408 | 0.4973825 | NA |
| gam | 0.8299603 | 0.5317101 | 0.2393126 |
| glm | 0.7569834 | 0.4327898 | 0.1518542 |